Create a Project
The scripts for this example are available in the Python template project that ships with Cloudera Data Science Workbench.
First, create a new project from the Python template:
Once you've created the project, go to the project's
The following files are used for the demo:
cdsw-build.sh- A custom build script used for models and experiments. Pip installs our dependencies, primarily the
fit.py- A model training example to be run as an experiment. Generates the
model.pklfile that contains the fitted parameters of our model.
predict.py- A sample function to be deployed as a model. Uses
fit.pyto make predictions about petal width.